• DocumentCode
    1020705
  • Title

    A breakpoint analysis procedure based on temporal decomposition

  • Author

    Dix, Paul J. ; Bloothooft, Gerrit

  • Author_Institution
    Dept. of Comput. and Humanities, Achter de Dom, Utrecht, Netherlands
  • Volume
    2
  • Issue
    1
  • fYear
    1994
  • Firstpage
    9
  • Lastpage
    17
  • Abstract
    Temporal decomposition (TD), which is an analysis procedure based on a linear model of the effects of coarticulation, yields a linear approximation of a time sequence of speech parameters in terms of a series of time-overlapping interpolation functions and an associated series of data vectors. The number and positions of these interpolation functions show a high correspondence with phonetic events present in the speech signal. A new and more robust interpolation scheme for TD that gives it a geometric interpretation as a breakpoint analysis procedure in a multidimensional parameter space is described, where breakpoints are connected by straight line segments. The interpolation scheme can be viewed as a generalization of segmentation, allowing for a gradual transition from one segment towards the next.
  • Keywords
    interpolation; speech analysis and processing; breakpoint analysis procedure; coarticulation; data vectors; geometric interpretation; linear approximation; multidimensional parameter space; phonetic events; segmentation; speech signal; straight line segments; temporal decomposition; time sequence of speech parameters; time-overlapping interpolation functions; Interpolation; Iterative algorithms; Linear approximation; Multidimensional systems; Robustness; Speech analysis; Speech coding; Speech synthesis; Time series analysis; Vectors;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.260329
  • Filename
    260329